{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T00:12:28Z","timestamp":1758845548114},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"5-6","license":[{"start":{"date-parts":[[2019,7,15]],"date-time":"2019-07-15T00:00:00Z","timestamp":1563148800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,7,15]],"date-time":"2019-07-15T00:00:00Z","timestamp":1563148800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2020,2]]},"DOI":"10.1007\/s11042-019-07887-5","type":"journal-article","created":{"date-parts":[[2019,7,15]],"date-time":"2019-07-15T09:06:01Z","timestamp":1563181561000},"page":"4217-4238","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":39,"title":["A framework to reduce category proliferation in fuzzy ARTMAP classifiers adopted for image retrieval using differential evolution algorithm"],"prefix":"10.1007","volume":"79","author":[{"given":"K.","family":"Anitha","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K.","family":"Naresh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D. Rukmani","family":"Devi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,7,15]]},"reference":[{"key":"7887_CR1","doi-asserted-by":"publisher","first-page":"874","DOI":"10.1016\/j.neunet.2007.05.006","volume":"20","author":"A Al-Daraiseh","year":"2007","unstructured":"Al-Daraiseh A, Georgiopoulos M, Anagnostopoulos G, Wu AS, Mollaghasemi M (2007) GFAM: evolving fuzzy ARTMAP neural networks. Neural Netw 20:874\u2013892","journal-title":"Neural Netw"},{"key":"7887_CR2","unstructured":"Anagnostopoulos GC (2001) Novel approaches in adaptive resonance theory for machine learning, doctoral dissertation. In: University of Central Florida, Orlando, Florida, USA"},{"key":"7887_CR3","doi-asserted-by":"crossref","unstructured":"Anagnostopoulos G, Georgiopoulos M, Verzi S, Heileman G (2002) Reducing generalization error and category proliferation in ellipsoid ARTMAP via tunable misclassification error tolerance: boosted ellipsoid ARTMAP. In: Proceedings of the IEEE-INNS-ENNS international joint conference on neural networks (IJCNN \u201802), vol 3, pp 2650\u20132655","DOI":"10.1109\/IJCNN.2002.1007562"},{"issue":"5","key":"7887_CR4","doi-asserted-by":"publisher","first-page":"698","DOI":"10.1109\/72.159059","volume":"3","author":"GA Carpenter","year":"1992","unstructured":"Carpenter GA, Grossberg S, Markuzon N, Reynolds JH, Rosen DB (1992) Fuzzy ARTMAP: a neural network architecture for incremental supervised learning of analog multidimensional maps. IEEE Trans Neural Netw 3(5):698\u2013713","journal-title":"IEEE Trans Neural Netw"},{"key":"7887_CR5","doi-asserted-by":"publisher","first-page":"012024","DOI":"10.1088\/1742-6596\/1026\/1\/012024","volume":"1026","author":"G Chi","year":"2018","unstructured":"Chi G (2018) Application study of fuzzy ARTMAP neural network in robot servo system. J Phys Conf Ser 1026:012024","journal-title":"J Phys Conf Ser"},{"issue":"1","key":"7887_CR6","doi-asserted-by":"publisher","first-page":"522","DOI":"10.1016\/j.chaos.2009.01.012","volume":"42","author":"LS Coelho","year":"2009","unstructured":"Coelho LS, Sauer JG, Rudek M (2009) Differential evolution optimization combined with chaotic sequences for image contrast enhancement. Chaos, Solitons and Fractals 42(1):522\u2013529","journal-title":"Chaos, Solitons and Fractals"},{"issue":"1","key":"7887_CR7","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/TEVC.2010.2059031","volume":"15","author":"S Das","year":"2011","unstructured":"Das S, Suganthan PN (2011) Differential evolution: a survey of the state-of-the-art. IEEE Trans Evol Comput 15(1):4\u201331","journal-title":"IEEE Trans Evol Comput"},{"key":"7887_CR8","doi-asserted-by":"crossref","unstructured":"Das S, Abraham A, Konar A (2008) Particle swarm optimization and differential evolution algorithms: technical analysis, applications and hybridization perspectives. In: Studies in computational intelligence. Springer, Verlag, pp 1\u201338","DOI":"10.1007\/978-3-540-78297-1_1"},{"key":"7887_CR9","doi-asserted-by":"crossref","unstructured":"Dhariwal S, Raghuwanshi S, Shrivastava S (2012) Content Based Image Retrieval Using Normalization of Vector Approach to SVM. In: Wyld D, Zizka J, Nagamalai D. (eds) Advances in Computer Science, Engineering & Applications. Advances in Intelligent Systems and Computing, vol 167. Springer, Berlin, Heidelberg","DOI":"10.1007\/978-3-642-30111-7_76"},{"key":"7887_CR10","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1109\/72.977271","volume":"13","author":"YA Dimitriadis","year":"2002","unstructured":"Dimitriadis YA, Gomez-Sanchez E, Cano-lzquierdo JM, Lopez-Coronado J (2002) \u03bcARTMAP: use of mutual information for category reduction in fuzzy ARTMAP. IEEE Trans Neural Netw 13:58\u201369","journal-title":"IEEE Trans Neural Netw"},{"issue":"6","key":"7887_CR11","doi-asserted-by":"publisher","first-page":"1183","DOI":"10.1109\/TMM.2007.902828","volume":"9","author":"A Grigorova","year":"2007","unstructured":"Grigorova A, De Natale FGB, Dagli C, Huang aT S (2007) Content-based image retrieval by feature adaptation and relevance feedback. IEEE Transactions on Multimedia 9(6):1183\u20131192","journal-title":"IEEE Transactions on Multimedia"},{"issue":"4","key":"7887_CR12","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1109\/TKDE.2006.1599389","volume":"18","author":"SC Hoi","year":"2006","unstructured":"Hoi SC, Lyu MR, Jin R (2006) A unified log-based relevance feedback scheme for image retrieval. IEEE Trans Knowl Data Eng 18(4):509\u2013524","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"7887_CR13","doi-asserted-by":"crossref","unstructured":"Huang J, Kumar SR, Mitra M, Zhu W-J, Zabih R (1997) Image indexing using color correlograms. In: Proc. IEEE Comput. Soc. Conf. Comput. Vision and pattern recognition, pp 762\u2013768","DOI":"10.1109\/CVPR.1997.609412"},{"issue":"10","key":"7887_CR14","doi-asserted-by":"publisher","first-page":"1526","DOI":"10.1109\/TNNLS.2012.2237038","volume":"24","author":"VG Kaburlasos","year":"2013","unstructured":"Kaburlasos VG, Papadakis SE, Papakostas GA (2013) Lattice computing extension of the fam neural classifier for human facial expression recognition. IEEE Transactions on Neural Networks and Learning Systems 24(10):1526\u20131538","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"key":"7887_CR15","doi-asserted-by":"publisher","first-page":"2079","DOI":"10.1016\/j.neucom.2008.09.016","volume":"72","author":"A Kaylani","year":"2009","unstructured":"Kaylani A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos GC (2009) AG-ART:an adaptive approach to evolving ART architectures. Neurocomputing 72:2079\u20132092","journal-title":"Neurocomputing"},{"key":"7887_CR16","doi-asserted-by":"crossref","unstructured":"Makrushin A, Vielhauer C, Dittmann J (2010) The impact of Artmap to appearance-based face verification. In: Proceedings of the 12th ACM workshop on multimedia and security, pp 89\u201394","DOI":"10.1145\/1854229.1854248"},{"issue":"5","key":"7887_CR17","doi-asserted-by":"crossref","first-page":"49","DOI":"10.12700\/APH.14.5.2017.5.4","volume":"14","author":"D Marcek","year":"2017","unstructured":"Marcek D, Rojcek M (2017) The category proliferation problem in ART neural networks. Acta Polytechnica Hungarica 14(5):49\u201363","journal-title":"Acta Polytechnica Hungarica"},{"key":"7887_CR18","doi-asserted-by":"publisher","first-page":"236","DOI":"10.1016\/j.neunet.2017.11.012","volume":"98","author":"ALS Matias","year":"2018","unstructured":"Matias ALS, Rocha Neto AR (2018) OnARTMAP: a fuzzy ARTMAP-based architecture. Neural Netw 98:236\u2013250","journal-title":"Neural Netw"},{"issue":"10","key":"7887_CR19","doi-asserted-by":"publisher","first-page":"1618","DOI":"10.1016\/j.simpat.2009.07.002","volume":"17","author":"S Panda","year":"2009","unstructured":"Panda S (2009) Differential evolutionary algorithm for TCSC-based controller design. Journal of Simulation Modeling Practice and Theory 17(10):1618\u20131634","journal-title":"Journal of Simulation Modeling Practice and Theory"},{"key":"7887_CR20","unstructured":"Pourpanah F, Lim CP, Hao Q (2018) A reinforced fuzzy ARTMAP model for data classification. Int J Mach Learn Cybern 10(7):1643\u20131655"},{"key":"7887_CR21","unstructured":"Rama Krishna Rao TK, Usha Rani R (2012) Content based image retrieval through feed forward neural networks. In: Proceedings - 2012 IEEE 8th International Colloquium on Signal Processing and Its Applications, CSPA 228\u2013231"},{"issue":"1","key":"7887_CR22","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1109\/TSMCB.2006.880137","volume":"37","author":"M Saadatmand-Tarzjan","year":"2007","unstructured":"Saadatmand-Tarzjan M, Moghaddam HA (2007) A novel evolutionary approach for optimizing content-based image indexing algorithms. IEEE Trans Syst Man Cybern B: Cybern 37(1):139\u2013153","journal-title":"IEEE Trans Syst Man Cybern B: Cybern"},{"key":"7887_CR23","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1016\/j.eij.2014.02.001","volume":"15","author":"K Seetharaman","year":"2014","unstructured":"Seetharaman K, Sathiamoorthy S (2014) Color image retrieval using statistical model and radial basis function neural network. Egyptian Informatics Journal 15:59\u201368","journal-title":"Egyptian Informatics Journal"},{"issue":"8","key":"7887_CR24","doi-asserted-by":"publisher","first-page":"1244","DOI":"10.1109\/TNN.2009.2022477","volume":"20","author":"WY Sit","year":"2009","unstructured":"Sit WY, Mak LO, Ng GW (2009) Managing category proliferation in fuzzy ARTMAP caused by overlapping classes. IEEE Trans Neural Netw 20(8):1244\u20131253","journal-title":"IEEE Trans Neural Netw"},{"issue":"2","key":"7887_CR25","doi-asserted-by":"publisher","first-page":"595","DOI":"10.1109\/TNN.2006.890809","volume":"18","author":"Y Song","year":"2007","unstructured":"Song Y, Chen Z, Yuan Z (2007) New chaotic PSO based neural network predictive control for non linear process. IEEE Trans Neural Netw 18(2):595\u2013600","journal-title":"IEEE Trans Neural Netw"},{"key":"7887_CR26","unstructured":"Storn R, Price K (1995) Differential evolution: a simple and efficient adaptive scheme for global optimization over continuous spaces. In: Technical report TR-95-012.Berkeley, international computer science institute, USA"},{"issue":"4","key":"7887_CR27","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1023\/A:1008202821328","volume":"11","author":"R Storn","year":"1997","unstructured":"Storn R, Price K (1997) Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces. J Glob Optim 11(4):341\u2013359","journal-title":"J Glob Optim"},{"issue":"3","key":"7887_CR28","doi-asserted-by":"publisher","first-page":"360","DOI":"10.1109\/TKDE.2010.124","volume":"23","author":"J-H Su","year":"2011","unstructured":"Su J-H, Huang W-J, Yu PS, Tseng VS (2011) Efficient relevance feedback for content-based image retrieval by mining user navigation patterns. IEEE Trans Knowl Data Eng 23(3):360\u2013372","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"1","key":"7887_CR29","first-page":"59","volume":"19","author":"B Subudhi","year":"2009","unstructured":"Subudhi B, Jena D (2009) Differential evolution computation applied to parameter estimation of induction motor. Archives of Control Sciences 19(1):59\u201380","journal-title":"Archives of Control Sciences"},{"issue":"1","key":"7887_CR30","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1007\/BF00130487","volume":"7","author":"MJ Swain","year":"1991","unstructured":"Swain MJ, Ballard DH (1991) Color indexing. Int J Comput Vis 7(1):11\u201332","journal-title":"Int J Comput Vis"},{"issue":"1","key":"7887_CR31","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1016\/0031-3203(84)90033-5","volume":"17","author":"H Tamura","year":"1984","unstructured":"Tamura H, Yokoya N (1984) Image database systems: a survey. Pattern Recogn 17(1):29\u201343","journal-title":"Pattern Recogn"},{"key":"7887_CR32","doi-asserted-by":"crossref","unstructured":"Tong S, Chang E (2001) Support vector machine active learning for image retrieval. In: Proc. ACM multimedia, Ottawa, ON, Canada","DOI":"10.1145\/500141.500159"},{"key":"7887_CR33","doi-asserted-by":"crossref","unstructured":"Verzi SJ, Heileman GL, Georgiopoulos M, Healy MJ (2001) Rademacher penalization applied to fuzzy ARTMAP and boosted ARTMAP. In: Proceedings of the IEEE-INNS-ENNS international joint conference on neural networks (IJCNN \u201801), vol 2, pp 1191\u20131196","DOI":"10.1109\/IJCNN.2001.939530"},{"key":"7887_CR34","doi-asserted-by":"publisher","first-page":"881","DOI":"10.1016\/0893-6080(95)00115-8","volume":"9","author":"JR Williamson","year":"1996","unstructured":"Williamson JR (1996) Gaussian ARTMAP: a neural network for fast incremental learning of noisy multidimensional maps. Neural Netw 9:881\u2013897","journal-title":"Neural Netw"},{"key":"7887_CR35","doi-asserted-by":"crossref","unstructured":"Yonekawa M, Kurokawa H (2012) The content based image retrieval using the pulse coupled neural network. In: WCCI2012 IEEE world congress on computational intelligence, Brisbane. School of Computer Science, Tokyo University of Technology, Tokyo","DOI":"10.1109\/IJCNN.2012.6252592"},{"issue":"3","key":"7887_CR36","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1109\/TPAMI.2007.70714","volume":"30","author":"J Yu","year":"2008","unstructured":"Yu J, Amores J, Sebe N, Radeva P, Tian Q (2008) Distance learning for similarity estimation. IEEE Trans Pattern Anal Mach Intell 30(3):451\u2013462","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"7887_CR37","first-page":"3597","volume":"11","author":"L Zhang","year":"2006","unstructured":"Zhang L, Wang L, Lin W (2006) Multitraining support vector machine for image retrieval. IEEE Trans Image Process 11:3597\u20133601","journal-title":"IEEE Trans Image Process"},{"key":"7887_CR38","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1016\/j.eswa.2016.06.004","volume":"62","author":"E Zorarpac\u0131","year":"2016","unstructured":"Zorarpac\u0131 E, Ozel SA (2016) A hybrid approach of differential evolution and artificial bee colony for feature selection. Expert Syst Appl 62:91\u2013103","journal-title":"Expert Syst Appl"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-019-07887-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-019-07887-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-019-07887-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,18]],"date-time":"2023-09-18T07:56:34Z","timestamp":1695023794000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-019-07887-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7,15]]},"references-count":38,"journal-issue":{"issue":"5-6","published-print":{"date-parts":[[2020,2]]}},"alternative-id":["7887"],"URL":"https:\/\/doi.org\/10.1007\/s11042-019-07887-5","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,7,15]]},"assertion":[{"value":"10 March 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 May 2019","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 June 2019","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 July 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}